1touch.io Kontxtual™ vs Immuta Data Security for AI: Side-by-Side Comparison (2026)

1touch.io Kontxtual™

Enterprise and mid-market security teams drowning in data sprawl across cloud, SaaS, and on-premises systems need Kontxtual because its AI classification hits 98.6% accuracy on what data actually exists and where it lives, which most discovery tools botch. The multidimensional data graph maps relationships between data, identities, and policies in ways that turn discovery into actionable governance, and automated enforcement for GDPR and HIPAA frameworks cuts the manual compliance work most teams still do. Skip this if your organization runs primarily on a single cloud platform with minimal SaaS adoption; you'll overpay for breadth you don't need.

Immuta Data Security for AI

Teams building RAG systems and fine-tuning LLMs need Immuta Data Security for AI because it enforces access control at the row level before training data ever reaches your model, not after. The platform covers four NIST CSF 2.0 functions including continuous monitoring of data queries in real time, which catches when someone tries to extract a customer dataset disguised as a model validation set. Skip this if your data lives entirely in closed-loop, air-gapped infrastructure or if you're not yet ingesting external sources into your AI pipelines; the complexity overhead won't justify itself.